Dataset statistics
| Number of variables | 42 |
|---|---|
| Number of observations | 198 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 76.5 KiB |
| Average record size in memory | 395.7 B |
Variable types
| NUM | 31 |
|---|---|
| BOOL | 6 |
| CAT | 5 |
Reproduction
| Analysis started | 2020-06-05 13:26:20.591744 |
|---|---|
| Analysis finished | 2020-06-05 13:29:18.111720 |
| Duration | 2 minutes and 57.52 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Migrant Population % has constant value "0.16" | Constant |
Police to Population Ratio per 1000 has constant value "1.130976" | Constant |
Estimates of Alcoholism % in Population has constant value "0.19" | Constant |
% Unemployed(55%) has constant value "0.3" | Constant |
Age Group Children % has constant value "0.11" | Constant |
Slum percentage has constant value "0.25" | Constant |
Supermarts/malls is highly correlated with Density per square kilometer | High correlation |
Density per square kilometer is highly correlated with Supermarts/malls | High correlation |
Number of Households is highly correlated with Population and 15 other fields | High correlation |
Population is highly correlated with Number of Households and 15 other fields | High correlation |
Number of Notified Households is highly correlated with Population and 15 other fields | High correlation |
No. of household with water connection inside the house is highly correlated with Population and 15 other fields | High correlation |
Total number of water connections is highly correlated with Population and 15 other fields | High correlation |
Density of retail store is highly correlated with Area and 1 other fields | High correlation |
Area is highly correlated with Density of retail store and 1 other fields | High correlation |
Labour settlements in the region is highly correlated with Population and 15 other fields | High correlation |
Internet Penetration % is highly correlated with Domestic Violence % | High correlation |
Domestic Violence % is highly correlated with Internet Penetration % | High correlation |
Police to Population Ratio per 1000 is highly correlated with Migrant Population % and 3 other fields | High correlation |
Migrant Population % is highly correlated with Police to Population Ratio per 1000 and 3 other fields | High correlation |
Number of Kirana Shops is highly correlated with Area and 1 other fields | High correlation |
Number of Pharmacies is highly correlated with Population and 15 other fields | High correlation |
Number of Liquor Stores is highly correlated with Population and 15 other fields | High correlation |
Estimates of Alcoholism % in Population is highly correlated with Migrant Population % and 3 other fields | High correlation |
% Unemployed(55%) is highly correlated with Migrant Population % and 3 other fields | High correlation |
Age Group Children % is highly correlated with Migrant Population % and 3 other fields | High correlation |
Agriculture and Food is highly correlated with Population and 15 other fields | High correlation |
Manufacturing is highly correlated with Population and 15 other fields | High correlation |
Mining is highly correlated with Population and 15 other fields | High correlation |
Electricity Gas Water is highly correlated with Population and 15 other fields | High correlation |
Construction is highly correlated with Population and 15 other fields | High correlation |
Trade Hotels Restaurants is highly correlated with Population and 15 other fields | High correlation |
Transport Storage Communication is highly correlated with Population and 15 other fields | High correlation |
Financing Real Estate Business Services is highly correlated with Population and 15 other fields | High correlation |
Community Social Public Admin is highly correlated with Population and 15 other fields | High correlation |
No. of household with water connection inside the house_Source is highly correlated with Number of Notified Households_Source | High correlation |
Number of Notified Households_Source is highly correlated with No. of household with water connection inside the house_Source | High correlation |
Ward has unique values | Unique |
Population has unique values | Unique |
Density per square kilometer has unique values | Unique |
Number of Households has unique values | Unique |
Density of retail store has unique values | Unique |
Per capita income has unique values | Unique |
Agriculture and Food has unique values | Unique |
Manufacturing has unique values | Unique |
Mining has unique values | Unique |
Electricity Gas Water has unique values | Unique |
Construction has unique values | Unique |
Trade Hotels Restaurants has unique values | Unique |
Transport Storage Communication has unique values | Unique |
Financing Real Estate Business Services has unique values | Unique |
Community Social Public Admin has unique values | Unique |
No of cases has 147 (74.2%) zeros | Zeros |
Educational institutes has 14 (7.1%) zeros | Zeros |
Supermarts/malls has 3 (1.5%) zeros | Zeros |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| Ward 72 | 1 |
|---|---|
| Ward 4 | 1 |
| Ward 43 | 1 |
| Ward 82 | 1 |
| Ward 49 | 1 |
| Other values (193) |
| Value | Count | Frequency (%) | |
| Ward 72 | 1 | 0.5% | |
| Ward 4 | 1 | 0.5% | |
| Ward 43 | 1 | 0.5% | |
| Ward 82 | 1 | 0.5% | |
| Ward 49 | 1 | 0.5% | |
| Ward 17 | 1 | 0.5% | |
| Ward 193 | 1 | 0.5% | |
| Ward 63 | 1 | 0.5% | |
| Ward 19 | 1 | 0.5% | |
| Ward 96 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
Length
| Max length | 8 |
|---|---|
| Median length | 7.5 |
| Mean length | 7.454545455 |
| Min length | 6 |
| Distinct count | 68 |
|---|---|
| Unique (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5853535353535353 |
|---|---|
| Minimum | 0.3 |
| Maximum | 31.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.9 |
| median | 1.7 |
| Q3 | 4.15 |
| 95-th percentile | 12 |
| Maximum | 31 |
| Range | 30.7 |
| Interquartile range (IQR) | 3.25 |
Descriptive statistics
| Standard deviation | 4.853450039 |
|---|---|
| Coefficient of variation (CV) | 1.353687995 |
| Kurtosis | 11.29333824 |
| Mean | 3.585353535 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 3.057364354 |
| Sum | 709.9 |
| Variance | 23.55597729 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.8 | 16 | 8.1% | |
| 0.7 | 12 | 6.1% | |
| 0.9 | 11 | 5.6% | |
| 2.1 | 9 | 4.5% | |
| 1.1 | 9 | 4.5% | |
| 1 | 8 | 4.0% | |
| 1.7 | 8 | 4.0% | |
| 1.8 | 7 | 3.5% | |
| 1.3 | 7 | 3.5% | |
| 1.6 | 6 | 3.0% | |
| Other values (58) | 105 | 53.0% |
| Value | Count | Frequency (%) | |
| 0.3 | 1 | 0.5% | |
| 0.4 | 5 | 2.5% | |
| 0.5 | 2 | 1.0% | |
| 0.6 | 4 | 2.0% | |
| 0.7 | 12 | 6.1% |
| Value | Count | Frequency (%) | |
| 31 | 1 | 0.5% | |
| 28 | 1 | 0.5% | |
| 26 | 1 | 0.5% | |
| 24 | 1 | 0.5% | |
| 19 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62709.06005050505 |
|---|---|
| Minimum | 31121.0 |
| Maximum | 140191.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 31121 |
|---|---|
| 5-th percentile | 39738.991 |
| Q1 | 50306 |
| median | 58179.52 |
| Q3 | 72304.8175 |
| 95-th percentile | 97882.8 |
| Maximum | 140191 |
| Range | 109070 |
| Interquartile range (IQR) | 21998.8175 |
Descriptive statistics
| Standard deviation | 18337.77044 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 62709.06005 |
| Median Absolute Deviation (MAD) | 10077.52 |
| Skewness | 1.080966975 |
| Sum | 12416393.89 |
| Variance | 336273824.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 89835.44 | 1 | 0.5% | |
| 49901 | 1 | 0.5% | |
| 45068.5 | 1 | 0.5% | |
| 63904.65 | 1 | 0.5% | |
| 55171.33 | 1 | 0.5% | |
| 54937.44 | 1 | 0.5% | |
| 91224 | 1 | 0.5% | |
| 54303.44 | 1 | 0.5% | |
| 54005 | 1 | 0.5% | |
| 49276 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 31121 | 1 | 0.5% | |
| 31940 | 1 | 0.5% | |
| 33538 | 1 | 0.5% | |
| 33803 | 1 | 0.5% | |
| 35570.25 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 140191 | 1 | 0.5% | |
| 117944.8 | 1 | 0.5% | |
| 117734.4 | 1 | 0.5% | |
| 107080 | 1 | 0.5% | |
| 106066 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40541.27502741919 |
|---|---|
| Minimum | 2393.459355 |
| Maximum | 184236.6667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 2393.459355 |
|---|---|
| 5-th percentile | 6181.920308 |
| Q1 | 15590.189 |
| median | 35208.03911 |
| Q3 | 54019.72222 |
| 95-th percentile | 97127.23356 |
| Maximum | 184236.6667 |
| Range | 181843.2073 |
| Interquartile range (IQR) | 38429.53323 |
Descriptive statistics
| Standard deviation | 31035.55639 |
|---|---|
| Coefficient of variation (CV) | 0.7655298548 |
| Kurtosis | 3.057610988 |
| Mean | 40541.27503 |
| Median Absolute Deviation (MAD) | 19052.29423 |
| Skewness | 1.471923321 |
| Sum | 8027172.455 |
| Variance | 963205760.2 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 88063.75 | 1 | 0.5% | |
| 14738.21837 | 1 | 0.5% | |
| 18856.62174 | 1 | 0.5% | |
| 8450.75 | 1 | 0.5% | |
| 61993.33333 | 1 | 0.5% | |
| 10319.06486 | 1 | 0.5% | |
| 10736.35294 | 1 | 0.5% | |
| 30363.17059 | 1 | 0.5% | |
| 6196.547368 | 1 | 0.5% | |
| 15222.97297 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 2393.459355 | 1 | 0.5% | |
| 2867.821429 | 1 | 0.5% | |
| 3186.541667 | 1 | 0.5% | |
| 4536.338462 | 1 | 0.5% | |
| 4648.272727 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 184236.6667 | 1 | 0.5% | |
| 147217.675 | 1 | 0.5% | |
| 142787.02 | 1 | 0.5% | |
| 137928.325 | 1 | 0.5% | |
| 132442.5 | 1 | 0.5% |
Senior citizen %
Real number (ℝ≥0)
| Distinct count | 34 |
|---|---|
| Unique (%) | 17.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11757575757575758 |
|---|---|
| Minimum | 0.0 |
| Maximum | 0.53 |
| Zeros | 1 |
| Zeros (%) | 0.5% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.06 |
| median | 0.1 |
| Q3 | 0.14 |
| 95-th percentile | 0.2815 |
| Maximum | 0.53 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.08167772387 |
|---|---|
| Coefficient of variation (CV) | 0.6946816721 |
| Kurtosis | 4.733410928 |
| Mean | 0.1175757576 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | 1.844077985 |
| Sum | 23.28 |
| Variance | 0.006671250577 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.09 | 20 | 10.1% | |
| 0.11 | 14 | 7.1% | |
| 0.05 | 14 | 7.1% | |
| 0.04 | 13 | 6.6% | |
| 0.12 | 13 | 6.6% | |
| 0.08 | 13 | 6.6% | |
| 0.07 | 10 | 5.1% | |
| 0.13 | 10 | 5.1% | |
| 0.06 | 10 | 5.1% | |
| 0.1 | 9 | 4.5% | |
| Other values (24) | 72 | 36.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.5% | |
| 0.01 | 1 | 0.5% | |
| 0.02 | 5 | 2.5% | |
| 0.03 | 8 | 4.0% | |
| 0.04 | 13 | 6.6% |
| Value | Count | Frequency (%) | |
| 0.53 | 1 | 0.5% | |
| 0.43 | 1 | 0.5% | |
| 0.38 | 2 | 1.0% | |
| 0.36 | 2 | 1.0% | |
| 0.32 | 1 | 0.5% |
| Distinct count | 9 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6919191919191919 |
|---|---|
| Minimum | 0 |
| Maximum | 33 |
| Zeros | 147 |
| Zeros (%) | 74.2% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 1.15 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 3.306820417 |
|---|---|
| Coefficient of variation (CV) | 4.779200311 |
| Kurtosis | 81.7116409 |
| Mean | 0.6919191919 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.809577645 |
| Sum | 137 |
| Variance | 10.93506127 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 147 | 74.2% | |
| 1 | 41 | 20.7% | |
| 2 | 3 | 1.5% | |
| 6 | 2 | 1.0% | |
| 33 | 1 | 0.5% | |
| 31 | 1 | 0.5% | |
| 7 | 1 | 0.5% | |
| 4 | 1 | 0.5% | |
| 3 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0 | 147 | 74.2% | |
| 1 | 41 | 20.7% | |
| 2 | 3 | 1.5% | |
| 3 | 1 | 0.5% | |
| 4 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.5% | |
| 31 | 1 | 0.5% | |
| 7 | 1 | 0.5% | |
| 6 | 2 | 1.0% | |
| 4 | 1 | 0.5% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.451776649746193 |
|---|---|
| Minimum | 0.0 |
| Maximum | 15.0 |
| Zeros | 14 |
| Zeros (%) | 7.1% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.737956441 |
|---|---|
| Coefficient of variation (CV) | 0.7932020866 |
| Kurtosis | 3.27249303 |
| Mean | 3.45177665 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.580316411 |
| Sum | 683.4517766 |
| Variance | 7.496405473 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 40 | 20.2% | |
| 2 | 37 | 18.7% | |
| 1 | 32 | 16.2% | |
| 4 | 26 | 13.1% | |
| 0 | 14 | 7.1% | |
| 5 | 14 | 7.1% | |
| 6 | 10 | 5.1% | |
| 7 | 8 | 4.0% | |
| 9 | 6 | 3.0% | |
| 8 | 4 | 2.0% | |
| Other values (6) | 7 | 3.5% |
| Value | Count | Frequency (%) | |
| 0 | 14 | 7.1% | |
| 1 | 32 | 16.2% | |
| 2 | 37 | 18.7% | |
| 3 | 40 | 20.2% | |
| 3.45177665 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 15 | 1 | 0.5% | |
| 14 | 1 | 0.5% | |
| 13 | 2 | 1.0% | |
| 12 | 1 | 0.5% | |
| 11 | 1 | 0.5% |
Hospitals
Real number (ℝ≥0)
| Distinct count | 11 |
|---|---|
| Unique (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6734693877551021 |
|---|---|
| Minimum | 1.0 |
| Maximum | 11.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1.673469388 |
| 95-th percentile | 4 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 0.6734693878 |
Descriptive statistics
| Standard deviation | 1.607567827 |
|---|---|
| Coefficient of variation (CV) | 0.9606197991 |
| Kurtosis | 14.18770302 |
| Mean | 1.673469388 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.492610883 |
| Sum | 331.3469388 |
| Variance | 2.584274319 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 147 | 74.2% | |
| 2 | 19 | 9.6% | |
| 4 | 12 | 6.1% | |
| 3 | 9 | 4.5% | |
| 5 | 3 | 1.5% | |
| 1.673469388 | 2 | 1.0% | |
| 10 | 2 | 1.0% | |
| 11 | 1 | 0.5% | |
| 7 | 1 | 0.5% | |
| 6 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1 | 147 | 74.2% | |
| 1.673469388 | 2 | 1.0% | |
| 2 | 19 | 9.6% | |
| 3 | 9 | 4.5% | |
| 4 | 12 | 6.1% |
| Value | Count | Frequency (%) | |
| 11 | 1 | 0.5% | |
| 10 | 2 | 1.0% | |
| 9 | 1 | 0.5% | |
| 7 | 1 | 0.5% | |
| 6 | 1 | 0.5% |
| Distinct count | 16 |
|---|---|
| Unique (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.787878787878788 |
|---|---|
| Minimum | 0 |
| Maximum | 22 |
| Zeros | 3 |
| Zeros (%) | 1.5% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11.15 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.658722218 |
|---|---|
| Coefficient of variation (CV) | 0.7641635013 |
| Kurtosis | 3.222542933 |
| Mean | 4.787878788 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.495147228 |
| Sum | 948 |
| Variance | 13.38624827 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1 | 37 | 18.7% | |
| 4 | 27 | 13.6% | |
| 3 | 23 | 11.6% | |
| 6 | 22 | 11.1% | |
| 2 | 20 | 10.1% | |
| 5 | 19 | 9.6% | |
| 8 | 12 | 6.1% | |
| 7 | 10 | 5.1% | |
| 10 | 6 | 3.0% | |
| 9 | 5 | 2.5% | |
| Other values (6) | 17 | 8.6% |
| Value | Count | Frequency (%) | |
| 0 | 3 | 1.5% | |
| 1 | 37 | 18.7% | |
| 2 | 20 | 10.1% | |
| 3 | 23 | 11.6% | |
| 4 | 27 | 13.6% |
| Value | Count | Frequency (%) | |
| 22 | 1 | 0.5% | |
| 17 | 2 | 1.0% | |
| 16 | 3 | 1.5% | |
| 12 | 4 | 2.0% | |
| 11 | 4 | 2.0% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13935.368686868687 |
|---|---|
| Minimum | 6916 |
| Maximum | 31154 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 6916 |
|---|---|
| 5-th percentile | 8830.75 |
| Q1 | 11179.25 |
| median | 12929 |
| Q3 | 16067.5 |
| 95-th percentile | 21751.95 |
| Maximum | 31154 |
| Range | 24238 |
| Interquartile range (IQR) | 4888.25 |
Descriptive statistics
| Standard deviation | 4075.077714 |
|---|---|
| Coefficient of variation (CV) | 0.2924269753 |
| Kurtosis | 1.451287129 |
| Mean | 13935.36869 |
| Median Absolute Deviation (MAD) | 2240 |
| Skewness | 1.080993437 |
| Sum | 2759203 |
| Variance | 16606258.38 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 15871 | 1 | 0.5% | |
| 10950 | 1 | 0.5% | |
| 11965 | 1 | 0.5% | |
| 9916 | 1 | 0.5% | |
| 8991 | 1 | 0.5% | |
| 17080 | 1 | 0.5% | |
| 12001 | 1 | 0.5% | |
| 16048 | 1 | 0.5% | |
| 12463 | 1 | 0.5% | |
| 8944 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 6916 | 1 | 0.5% | |
| 7098 | 1 | 0.5% | |
| 7453 | 1 | 0.5% | |
| 7512 | 1 | 0.5% | |
| 7905 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 31154 | 1 | 0.5% | |
| 26210 | 1 | 0.5% | |
| 26163 | 1 | 0.5% | |
| 23796 | 1 | 0.5% | |
| 23570 | 1 | 0.5% |
| Distinct count | 197 |
|---|---|
| Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11934.994949494949 |
|---|---|
| Minimum | 5846 |
| Maximum | 27076 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 5846 |
|---|---|
| 5-th percentile | 7464.95 |
| Q1 | 9563 |
| median | 11053.5 |
| Q3 | 13756.5 |
| 95-th percentile | 18842.45 |
| Maximum | 27076 |
| Range | 21230 |
| Interquartile range (IQR) | 4193.5 |
Descriptive statistics
| Standard deviation | 3538.399497 |
|---|---|
| Coefficient of variation (CV) | 0.296472643 |
| Kurtosis | 1.519945635 |
| Mean | 11934.99495 |
| Median Absolute Deviation (MAD) | 1888 |
| Skewness | 1.098362146 |
| Sum | 2363129 |
| Variance | 12520271 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10581 | 2 | 1.0% | |
| 9471 | 1 | 0.5% | |
| 9816 | 1 | 0.5% | |
| 10471 | 1 | 0.5% | |
| 11464 | 1 | 0.5% | |
| 10578 | 1 | 0.5% | |
| 9755 | 1 | 0.5% | |
| 18930 | 1 | 0.5% | |
| 13647 | 1 | 0.5% | |
| 13587 | 1 | 0.5% | |
| Other values (187) | 187 | 94.4% |
| Value | Count | Frequency (%) | |
| 5846 | 1 | 0.5% | |
| 6036 | 1 | 0.5% | |
| 6338 | 1 | 0.5% | |
| 6388 | 1 | 0.5% | |
| 6682 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 27076 | 1 | 0.5% | |
| 22545 | 1 | 0.5% | |
| 22289 | 1 | 0.5% | |
| 20681 | 1 | 0.5% | |
| 20485 | 1 | 0.5% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.8691 | |
|---|---|
| 0.8453 | |
| 0.8504 | |
| 0.8617 |
| Value | Count | Frequency (%) | |
| 0.8691 | 62 | 31.3% | |
| 0.8453 | 61 | 30.8% | |
| 0.8504 | 58 | 29.3% | |
| 0.8617 | 17 | 8.6% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
| Distinct count | 196 |
|---|---|
| Unique (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9005.545454545454 |
|---|---|
| Minimum | 4304 |
| Maximum | 20976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 4304 |
|---|---|
| 5-th percentile | 5477.05 |
| Q1 | 7062.75 |
| median | 8182.5 |
| Q3 | 10368.75 |
| 95-th percentile | 14534.15 |
| Maximum | 20976 |
| Range | 16672 |
| Interquartile range (IQR) | 3306 |
Descriptive statistics
| Standard deviation | 2885.755856 |
|---|---|
| Coefficient of variation (CV) | 0.3204420954 |
| Kurtosis | 1.559202972 |
| Mean | 9005.545455 |
| Median Absolute Deviation (MAD) | 1500 |
| Skewness | 1.163635346 |
| Sum | 1783098 |
| Variance | 8327586.858 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8890 | 2 | 1.0% | |
| 9562 | 2 | 1.0% | |
| 13326 | 1 | 0.5% | |
| 10071 | 1 | 0.5% | |
| 7521 | 1 | 0.5% | |
| 8967 | 1 | 0.5% | |
| 12558 | 1 | 0.5% | |
| 8851 | 1 | 0.5% | |
| 9668 | 1 | 0.5% | |
| 11612 | 1 | 0.5% | |
| Other values (186) | 186 | 93.9% |
| Value | Count | Frequency (%) | |
| 4304 | 1 | 0.5% | |
| 4326 | 1 | 0.5% | |
| 4542 | 1 | 0.5% | |
| 4578 | 1 | 0.5% | |
| 4919 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 20976 | 1 | 0.5% | |
| 18746 | 1 | 0.5% | |
| 16619 | 1 | 0.5% | |
| 16131 | 1 | 0.5% | |
| 16022 | 1 | 0.5% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.6733 | |
|---|---|
| 0.6223 | |
| 0.6094 | |
| 0.7165 |
| Value | Count | Frequency (%) | |
| 0.6733 | 62 | 31.3% | |
| 0.6223 | 61 | 30.8% | |
| 0.6094 | 58 | 29.3% | |
| 0.7165 | 17 | 8.6% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
| Distinct count | 196 |
|---|---|
| Unique (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9005.545454545454 |
|---|---|
| Minimum | 4304 |
| Maximum | 20976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 4304 |
|---|---|
| 5-th percentile | 5477.05 |
| Q1 | 7062.75 |
| median | 8182.5 |
| Q3 | 10368.75 |
| 95-th percentile | 14534.15 |
| Maximum | 20976 |
| Range | 16672 |
| Interquartile range (IQR) | 3306 |
Descriptive statistics
| Standard deviation | 2885.755856 |
|---|---|
| Coefficient of variation (CV) | 0.3204420954 |
| Kurtosis | 1.559202972 |
| Mean | 9005.545455 |
| Median Absolute Deviation (MAD) | 1500 |
| Skewness | 1.163635346 |
| Sum | 1783098 |
| Variance | 8327586.858 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8890 | 2 | 1.0% | |
| 9562 | 2 | 1.0% | |
| 13326 | 1 | 0.5% | |
| 10071 | 1 | 0.5% | |
| 7521 | 1 | 0.5% | |
| 8967 | 1 | 0.5% | |
| 12558 | 1 | 0.5% | |
| 8851 | 1 | 0.5% | |
| 9668 | 1 | 0.5% | |
| 11612 | 1 | 0.5% | |
| Other values (186) | 186 | 93.9% |
| Value | Count | Frequency (%) | |
| 4304 | 1 | 0.5% | |
| 4326 | 1 | 0.5% | |
| 4542 | 1 | 0.5% | |
| 4578 | 1 | 0.5% | |
| 4919 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 20976 | 1 | 0.5% | |
| 18746 | 1 | 0.5% | |
| 16619 | 1 | 0.5% | |
| 16131 | 1 | 0.5% | |
| 16022 | 1 | 0.5% |
No of households having private washroom
Real number (ℝ≥0)
| Distinct count | 194 |
|---|---|
| Unique (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5053.446700507614 |
|---|---|
| Minimum | 2186.0 |
| Maximum | 11283.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 2186 |
|---|---|
| 5-th percentile | 2934.25 |
| Q1 | 3845.5 |
| median | 4734.5 |
| Q3 | 5693.25 |
| 95-th percentile | 8275.05 |
| Maximum | 11283 |
| Range | 9097 |
| Interquartile range (IQR) | 1847.75 |
Descriptive statistics
| Standard deviation | 1674.8733 |
|---|---|
| Coefficient of variation (CV) | 0.3314318721 |
| Kurtosis | 1.478244714 |
| Mean | 5053.446701 |
| Median Absolute Deviation (MAD) | 917 |
| Skewness | 1.129519012 |
| Sum | 1000582.447 |
| Variance | 2805200.572 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3373 | 2 | 1.0% | |
| 6984 | 2 | 1.0% | |
| 3542 | 2 | 1.0% | |
| 3957 | 2 | 1.0% | |
| 5081 | 1 | 0.5% | |
| 4495 | 1 | 0.5% | |
| 4418 | 1 | 0.5% | |
| 5533 | 1 | 0.5% | |
| 3030 | 1 | 0.5% | |
| 3871 | 1 | 0.5% | |
| Other values (184) | 184 | 92.9% |
| Value | Count | Frequency (%) | |
| 2186 | 1 | 0.5% | |
| 2499 | 1 | 0.5% | |
| 2607 | 1 | 0.5% | |
| 2671 | 1 | 0.5% | |
| 2685 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 11283 | 1 | 0.5% | |
| 11030 | 1 | 0.5% | |
| 10222 | 1 | 0.5% | |
| 9779 | 1 | 0.5% | |
| 9492 | 1 | 0.5% |
No of households having private washroom_Source
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3626010152284263 |
|---|---|
| Minimum | 0.3161 |
| Maximum | 0.4305 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.3161 |
|---|---|
| 5-th percentile | 0.3161 |
| Q1 | 0.3161 |
| median | 0.3281 |
| Q3 | 0.4305 |
| 95-th percentile | 0.4305 |
| Maximum | 0.4305 |
| Range | 0.1144 |
| Interquartile range (IQR) | 0.1144 |
Descriptive statistics
| Standard deviation | 0.05192161604 |
|---|---|
| Coefficient of variation (CV) | 0.1431921419 |
| Kurtosis | -1.742638566 |
| Mean | 0.3626010152 |
| Median Absolute Deviation (MAD) | 0.012 |
| Skewness | 0.4765664559 |
| Sum | 71.79500102 |
| Variance | 0.002695854212 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.3161 | 61 | 30.8% | |
| 0.3281 | 61 | 30.8% | |
| 0.4305 | 58 | 29.3% | |
| 0.4216 | 17 | 8.6% | |
| 0.3626010152 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.3161 | 61 | 30.8% | |
| 0.3281 | 61 | 30.8% | |
| 0.3626010152 | 1 | 0.5% | |
| 0.4216 | 17 | 8.6% | |
| 0.4305 | 58 | 29.3% |
| Value | Count | Frequency (%) | |
| 0.4305 | 58 | 29.3% | |
| 0.4216 | 17 | 8.6% | |
| 0.3626010152 | 1 | 0.5% | |
| 0.3281 | 61 | 30.8% | |
| 0.3161 | 61 | 30.8% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.88479781978788 |
|---|---|
| Minimum | 1.628340359 |
| Maximum | 119.2766739 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1.628340359 |
|---|---|
| 5-th percentile | 2.953266701 |
| Q1 | 5.334341718 |
| median | 8.253931141 |
| Q3 | 18.64164291 |
| 95-th percentile | 47.14226648 |
| Maximum | 119.2766739 |
| Range | 117.6483335 |
| Interquartile range (IQR) | 13.3073012 |
Descriptive statistics
| Standard deviation | 16.86780551 |
|---|---|
| Coefficient of variation (CV) | 1.13322369 |
| Kurtosis | 12.1759626 |
| Mean | 14.88479782 |
| Median Absolute Deviation (MAD) | 3.985894582 |
| Skewness | 3.016118363 |
| Sum | 2947.189968 |
| Variance | 284.5228629 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4.776761057 | 1 | 0.5% | |
| 22.2657434 | 1 | 0.5% | |
| 8.929296209 | 1 | 0.5% | |
| 5.334412479 | 1 | 0.5% | |
| 4.511371768 | 1 | 0.5% | |
| 6.281900275 | 1 | 0.5% | |
| 7.49733268 | 1 | 0.5% | |
| 21.53448245 | 1 | 0.5% | |
| 6.858091646 | 1 | 0.5% | |
| 11.98075151 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 1.628340359 | 1 | 0.5% | |
| 2.03779879 | 1 | 0.5% | |
| 2.101031312 | 1 | 0.5% | |
| 2.175042726 | 1 | 0.5% | |
| 2.265133926 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 119.2766739 | 1 | 0.5% | |
| 102.2428673 | 1 | 0.5% | |
| 89.17713822 | 1 | 0.5% | |
| 64.94563559 | 1 | 0.5% | |
| 61.8020379 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27848.403523737376 |
|---|---|
| Minimum | 2462.905418 |
| Maximum | 104968.1351 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 2462.905418 |
|---|---|
| 5-th percentile | 4015.873647 |
| Q1 | 6461.655271 |
| median | 18664.48483 |
| Q3 | 44104.024 |
| 95-th percentile | 74749.21609 |
| Maximum | 104968.1351 |
| Range | 102505.2297 |
| Interquartile range (IQR) | 37642.36873 |
Descriptive statistics
| Standard deviation | 24592.31095 |
|---|---|
| Coefficient of variation (CV) | 0.8830779449 |
| Kurtosis | -0.1510837167 |
| Mean | 27848.40352 |
| Median Absolute Deviation (MAD) | 12979.84913 |
| Skewness | 1.012846382 |
| Sum | 5513983.898 |
| Variance | 604781758 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 9653.071996 | 1 | 0.5% | |
| 5831.092365 | 1 | 0.5% | |
| 58733.64387 | 1 | 0.5% | |
| 62625.81474 | 1 | 0.5% | |
| 18959.95649 | 1 | 0.5% | |
| 35051.858 | 1 | 0.5% | |
| 5110.789266 | 1 | 0.5% | |
| 68894.19439 | 1 | 0.5% | |
| 6327.72947 | 1 | 0.5% | |
| 4694.358225 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 2462.905418 | 1 | 0.5% | |
| 3132.542024 | 1 | 0.5% | |
| 3267.201518 | 1 | 0.5% | |
| 3348.920296 | 1 | 0.5% | |
| 3359.861285 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 104968.1351 | 1 | 0.5% | |
| 93255.56939 | 1 | 0.5% | |
| 88488.47824 | 1 | 0.5% | |
| 81996.44769 | 1 | 0.5% | |
| 81133.43876 | 1 | 0.5% |
| Distinct count | 197 |
|---|---|
| Unique (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27036.984848484848 |
|---|---|
| Minimum | 13448 |
| Maximum | 60578 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 13448 |
|---|---|
| 5-th percentile | 17058.35 |
| Q1 | 21556.25 |
| median | 25127 |
| Q3 | 31239.25 |
| 95-th percentile | 42296.1 |
| Maximum | 60578 |
| Range | 47130 |
| Interquartile range (IQR) | 9683 |
Descriptive statistics
| Standard deviation | 7968.936691 |
|---|---|
| Coefficient of variation (CV) | 0.294742063 |
| Kurtosis | 1.397977001 |
| Mean | 27036.98485 |
| Median Absolute Deviation (MAD) | 4432 |
| Skewness | 1.065999318 |
| Sum | 5353323 |
| Variance | 63503951.98 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 23727 | 2 | 1.0% | |
| 26111 | 1 | 0.5% | |
| 19271 | 1 | 0.5% | |
| 27545 | 1 | 0.5% | |
| 15443 | 1 | 0.5% | |
| 23122 | 1 | 0.5% | |
| 45649 | 1 | 0.5% | |
| 30834 | 1 | 0.5% | |
| 22731 | 1 | 0.5% | |
| 32332 | 1 | 0.5% | |
| Other values (187) | 187 | 94.4% |
| Value | Count | Frequency (%) | |
| 13448 | 1 | 0.5% | |
| 13802 | 1 | 0.5% | |
| 14492 | 1 | 0.5% | |
| 14606 | 1 | 0.5% | |
| 15362 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 60578 | 1 | 0.5% | |
| 50938 | 1 | 0.5% | |
| 50847 | 1 | 0.5% | |
| 46246 | 1 | 0.5% | |
| 45832 | 1 | 0.5% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.16 |
|---|
| Value | Count | Frequency (%) | |
| 0.16 | 198 | 100.0% |
Gender Ratio
Real number (ℝ≥0)
| Distinct count | 120 |
|---|---|
| Unique (%) | 60.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9306414141414141 |
|---|---|
| Minimum | 0.736 |
| Maximum | 1.067 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.736 |
|---|---|
| 5-th percentile | 0.8261 |
| Q1 | 0.9085 |
| median | 0.9365 |
| Q3 | 0.962 |
| 95-th percentile | 0.99845 |
| Maximum | 1.067 |
| Range | 0.331 |
| Interquartile range (IQR) | 0.0535 |
Descriptive statistics
| Standard deviation | 0.05249179488 |
|---|---|
| Coefficient of variation (CV) | 0.05640388885 |
| Kurtosis | 1.896146601 |
| Mean | 0.9306414141 |
| Median Absolute Deviation (MAD) | 0.0265 |
| Skewness | -1.02962346 |
| Sum | 184.267 |
| Variance | 0.00275538853 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.95 | 5 | 2.5% | |
| 0.953 | 5 | 2.5% | |
| 0.96 | 5 | 2.5% | |
| 0.943 | 4 | 2.0% | |
| 0.933 | 4 | 2.0% | |
| 0.934 | 4 | 2.0% | |
| 0.926 | 4 | 2.0% | |
| 0.936 | 4 | 2.0% | |
| 0.979 | 4 | 2.0% | |
| 0.908 | 4 | 2.0% | |
| Other values (110) | 155 | 78.3% |
| Value | Count | Frequency (%) | |
| 0.736 | 1 | 0.5% | |
| 0.76 | 1 | 0.5% | |
| 0.763 | 1 | 0.5% | |
| 0.778 | 1 | 0.5% | |
| 0.78 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 1.067 | 1 | 0.5% | |
| 1.028 | 1 | 0.5% | |
| 1.027 | 1 | 0.5% | |
| 1.025 | 1 | 0.5% | |
| 1.016 | 1 | 0.5% |
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.0395 | |
|---|---|
| 0.0324 | 19 |
| 0.0466 | 2 |
| Value | Count | Frequency (%) | |
| 0.0395 | 177 | 89.4% | |
| 0.0324 | 19 | 9.6% | |
| 0.0466 | 2 | 1.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 6 |
| Mean length | 7.343434343 |
| Min length | 6 |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.7105575326 | |
|---|---|
| 0.82 | 19 |
| Value | Count | Frequency (%) | |
| 0.7105575326 | 179 | 90.4% | |
| 0.82 | 19 | 9.6% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 1.130976 |
|---|
| Value | Count | Frequency (%) | |
| 1.130976 | 198 | 100.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
| Distinct count | 74 |
|---|---|
| Unique (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.86868686868686 |
|---|---|
| Minimum | 9 |
| Maximum | 885 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 26 |
| median | 49 |
| Q3 | 120.5 |
| 95-th percentile | 345.45 |
| Maximum | 885 |
| Range | 876 |
| Interquartile range (IQR) | 94.5 |
Descriptive statistics
| Standard deviation | 140.3405681 |
|---|---|
| Coefficient of variation (CV) | 1.351134517 |
| Kurtosis | 11.24837761 |
| Mean | 103.8686869 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 3.050187853 |
| Sum | 20566 |
| Variance | 19695.47506 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 23 | 16 | 8.1% | |
| 20 | 12 | 6.1% | |
| 26 | 11 | 5.6% | |
| 61 | 9 | 4.5% | |
| 32 | 9 | 4.5% | |
| 29 | 8 | 4.0% | |
| 49 | 8 | 4.0% | |
| 52 | 7 | 3.5% | |
| 38 | 7 | 3.5% | |
| 41 | 6 | 3.0% | |
| Other values (64) | 105 | 53.0% |
| Value | Count | Frequency (%) | |
| 9 | 1 | 0.5% | |
| 12 | 5 | 2.5% | |
| 15 | 2 | 1.0% | |
| 17 | 4 | 2.0% | |
| 20 | 12 | 6.1% |
| Value | Count | Frequency (%) | |
| 885 | 1 | 0.5% | |
| 821 | 1 | 0.5% | |
| 766 | 1 | 0.5% | |
| 682 | 1 | 0.5% | |
| 551 | 1 | 0.5% |
| Distinct count | 35 |
|---|---|
| Unique (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.68686868686869 |
|---|---|
| Minimum | 14 |
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 17.85 |
| Q1 | 22 |
| median | 26 |
| Q3 | 32 |
| 95-th percentile | 43.15 |
| Maximum | 62 |
| Range | 48 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.086017843 |
|---|---|
| Coefficient of variation (CV) | 0.2920524504 |
| Kurtosis | 1.469184375 |
| Mean | 27.68686869 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.086822223 |
| Sum | 5482 |
| Variance | 65.38368456 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 24 | 17 | 8.6% | |
| 22 | 15 | 7.6% | |
| 23 | 14 | 7.1% | |
| 25 | 12 | 6.1% | |
| 27 | 11 | 5.6% | |
| 21 | 11 | 5.6% | |
| 26 | 9 | 4.5% | |
| 28 | 9 | 4.5% | |
| 32 | 9 | 4.5% | |
| 20 | 8 | 4.0% | |
| Other values (25) | 83 | 41.9% |
| Value | Count | Frequency (%) | |
| 14 | 2 | 1.0% | |
| 15 | 2 | 1.0% | |
| 16 | 3 | 1.5% | |
| 17 | 3 | 1.5% | |
| 18 | 6 | 3.0% |
| Value | Count | Frequency (%) | |
| 62 | 1 | 0.5% | |
| 52 | 2 | 1.0% | |
| 47 | 3 | 1.5% | |
| 46 | 1 | 0.5% | |
| 45 | 1 | 0.5% |
| Distinct count | 12 |
|---|---|
| Unique (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.757575757575758 |
|---|---|
| Minimum | 4 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 17 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.275853872 |
|---|---|
| Coefficient of variation (CV) | 0.2933717881 |
| Kurtosis | 1.360444253 |
| Mean | 7.757575758 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.031391779 |
| Sum | 1536 |
| Variance | 5.179510844 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6 | 44 | 22.2% | |
| 7 | 43 | 21.7% | |
| 9 | 27 | 13.6% | |
| 8 | 26 | 13.1% | |
| 5 | 16 | 8.1% | |
| 11 | 14 | 7.1% | |
| 10 | 9 | 4.5% | |
| 4 | 6 | 3.0% | |
| 13 | 5 | 2.5% | |
| 12 | 5 | 2.5% | |
| Other values (2) | 3 | 1.5% |
| Value | Count | Frequency (%) | |
| 4 | 6 | 3.0% | |
| 5 | 16 | 8.1% | |
| 6 | 44 | 22.2% | |
| 7 | 43 | 21.7% | |
| 8 | 26 | 13.1% |
| Value | Count | Frequency (%) | |
| 17 | 1 | 0.5% | |
| 15 | 2 | 1.0% | |
| 13 | 5 | 2.5% | |
| 12 | 5 | 2.5% | |
| 11 | 14 | 7.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.19 |
|---|
| Value | Count | Frequency (%) | |
| 0.19 | 198 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.3 |
|---|
| Value | Count | Frequency (%) | |
| 0.3 | 198 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.11 |
|---|
| Value | Count | Frequency (%) | |
| 0.11 | 198 | 100.0% |
Literacy Rate
Real number (ℝ≥0)
| Distinct count | 112 |
|---|---|
| Unique (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7949090909090909 |
|---|---|
| Minimum | 0.6459999999999999 |
| Maximum | 0.8759999999999999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.646 |
|---|---|
| 5-th percentile | 0.71565 |
| Q1 | 0.766 |
| median | 0.7965 |
| Q3 | 0.827 |
| 95-th percentile | 0.86715 |
| Maximum | 0.876 |
| Range | 0.23 |
| Interquartile range (IQR) | 0.061 |
Descriptive statistics
| Standard deviation | 0.04521681348 |
|---|---|
| Coefficient of variation (CV) | 0.05688299958 |
| Kurtosis | 0.2256095225 |
| Mean | 0.7949090909 |
| Median Absolute Deviation (MAD) | 0.0305 |
| Skewness | -0.5229647628 |
| Sum | 157.392 |
| Variance | 0.002044560222 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.793 | 7 | 3.5% | |
| 0.804 | 5 | 2.5% | |
| 0.827 | 5 | 2.5% | |
| 0.78 | 4 | 2.0% | |
| 0.839 | 4 | 2.0% | |
| 0.83 | 4 | 2.0% | |
| 0.798 | 4 | 2.0% | |
| 0.764 | 3 | 1.5% | |
| 0.738 | 3 | 1.5% | |
| 0.758 | 3 | 1.5% | |
| Other values (102) | 156 | 78.8% |
| Value | Count | Frequency (%) | |
| 0.646 | 1 | 0.5% | |
| 0.669 | 1 | 0.5% | |
| 0.677 | 1 | 0.5% | |
| 0.678 | 1 | 0.5% | |
| 0.686 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.876 | 1 | 0.5% | |
| 0.875 | 1 | 0.5% | |
| 0.872 | 1 | 0.5% | |
| 0.871 | 1 | 0.5% | |
| 0.87 | 2 | 1.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0.25 |
|---|
| Value | Count | Frequency (%) | |
| 0.25 | 198 | 100.0% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.006301493301490377 |
|---|---|
| Minimum | 0.0031272797404033573 |
| Maximum | 0.01408748028941509 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.00312727974 |
|---|---|
| 5-th percentile | 0.003993282396 |
| Q1 | 0.005055137516 |
| median | 0.005846329944 |
| Q3 | 0.007265749523 |
| 95-th percentile | 0.009836023822 |
| Maximum | 0.01408748029 |
| Range | 0.01096020055 |
| Interquartile range (IQR) | 0.002210612007 |
Descriptive statistics
| Standard deviation | 0.00184272157 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.006301493301 |
| Median Absolute Deviation (MAD) | 0.001012667463 |
| Skewness | 1.080966975 |
| Sum | 1.247695674 |
| Variance | 3.395622783e-06 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.005385943239 | 1 | 0.5% | |
| 0.008429014232 | 1 | 0.5% | |
| 0.004044434588 | 1 | 0.5% | |
| 0.005379966226 | 1 | 0.5% | |
| 0.004587367973 | 1 | 0.5% | |
| 0.005912256953 | 1 | 0.5% | |
| 0.005410416029 | 1 | 0.5% | |
| 0.004528832845 | 1 | 0.5% | |
| 0.004951635117 | 1 | 0.5% | |
| 0.00527661255 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.00312727974 | 1 | 0.5% | |
| 0.00320957922 | 1 | 0.5% | |
| 0.003370158669 | 1 | 0.5% | |
| 0.003396787927 | 1 | 0.5% | |
| 0.00357437493 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.01408748029 | 1 | 0.5% | |
| 0.01185200937 | 1 | 0.5% | |
| 0.01183086674 | 1 | 0.5% | |
| 0.0107602299 | 1 | 0.5% | |
| 0.0106583353 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09625472143814501 |
|---|---|
| Minimum | 0.047768905856090636 |
| Maximum | 0.2151849452418368 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.04776890586 |
|---|---|
| 5-th percentile | 0.06099701552 |
| Q1 | 0.07721675325 |
| median | 0.08930214369 |
| Q3 | 0.1109836451 |
| 95-th percentile | 0.1502443449 |
| Maximum | 0.2151849452 |
| Range | 0.1674160394 |
| Interquartile range (IQR) | 0.03376689188 |
Descriptive statistics
| Standard deviation | 0.02814739981 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.09625472144 |
| Median Absolute Deviation (MAD) | 0.01546840089 |
| Skewness | 1.080966975 |
| Sum | 19.05843484 |
| Variance | 0.0007922761162 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.09008723542 | 1 | 0.5% | |
| 0.1555125702 | 1 | 0.5% | |
| 0.09265738706 | 1 | 0.5% | |
| 0.1095848417 | 1 | 0.5% | |
| 0.0732458603 | 1 | 0.5% | |
| 0.1337778024 | 1 | 0.5% | |
| 0.08483773643 | 1 | 0.5% | |
| 0.06397942013 | 1 | 0.5% | |
| 0.06848883186 | 1 | 0.5% | |
| 0.1400234783 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.04776890586 | 1 | 0.5% | |
| 0.04902602272 | 1 | 0.5% | |
| 0.0514788588 | 1 | 0.5% | |
| 0.05188561822 | 1 | 0.5% | |
| 0.0545982431 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.2151849452 | 1 | 0.5% | |
| 0.1810383358 | 1 | 0.5% | |
| 0.1807153841 | 1 | 0.5% | |
| 0.1643615063 | 1 | 0.5% | |
| 0.1628050759 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.703916173535976e-05 |
|---|---|
| Minimum | 4.3195444967354686e-05 |
| Maximum | 0.00019458284198510398 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 4.319544497e-05 |
|---|---|
| 5-th percentile | 5.515707718e-05 |
| Q1 | 6.982391487e-05 |
| median | 8.075223336e-05 |
| Q3 | 0.000100357918 |
| 95-th percentile | 0.0001358597442 |
| Maximum | 0.000194582842 |
| Range | 0.000151387397 |
| Interquartile range (IQR) | 3.053400311e-05 |
Descriptive statistics
| Standard deviation | 2.545252896e-05 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 8.703916174e-05 |
| Median Absolute Deviation (MAD) | 1.398743487e-05 |
| Skewness | 1.080966975 |
| Sum | 0.01723375402 |
| Variance | 6.478312304e-10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5.876898449e-05 | 1 | 0.5% | |
| 0.0001161679873 | 1 | 0.5% | |
| 8.892812439e-05 | 1 | 0.5% | |
| 0.0001010326759 | 1 | 0.5% | |
| 4.319544497e-05 | 1 | 0.5% | |
| 7.192586371e-05 | 1 | 0.5% | |
| 5.788900273e-05 | 1 | 0.5% | |
| 5.987207076e-05 | 1 | 0.5% | |
| 6.68328097e-05 | 1 | 0.5% | |
| 9.669197853e-05 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 4.319544497e-05 | 1 | 0.5% | |
| 4.433220373e-05 | 1 | 0.5% | |
| 4.65502019e-05 | 1 | 0.5% | |
| 4.691801762e-05 | 1 | 0.5% | |
| 4.937093205e-05 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.000194582842 | 1 | 0.5% | |
| 0.000163705476 | 1 | 0.5% | |
| 0.0001634134442 | 1 | 0.5% | |
| 0.0001486253092 | 1 | 0.5% | |
| 0.0001472178936 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.008363422049670492 |
|---|---|
| Minimum | 0.004150565442986562 |
| Maximum | 0.018697082999187976 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.004150565443 |
|---|---|
| 5-th percentile | 0.005299935182 |
| Q1 | 0.0067092428 |
| median | 0.007759323454 |
| Q3 | 0.00964319517 |
| 95-th percentile | 0.01305449591 |
| Maximum | 0.018697083 |
| Range | 0.01454651756 |
| Interquartile range (IQR) | 0.00293395237 |
Descriptive statistics
| Standard deviation | 0.002445683502 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.00836342205 |
| Median Absolute Deviation (MAD) | 0.001344025136 |
| Skewness | 1.080966975 |
| Sum | 1.655957566 |
| Variance | 5.981367793e-06 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.00680095908 | 1 | 0.5% | |
| 0.01236754072 | 1 | 0.5% | |
| 0.01025068032 | 1 | 0.5% | |
| 0.007389822969 | 1 | 0.5% | |
| 0.006526927869 | 1 | 0.5% | |
| 0.01005119418 | 1 | 0.5% | |
| 0.009176162532 | 1 | 0.5% | |
| 0.01162374381 | 1 | 0.5% | |
| 0.005304849683 | 1 | 0.5% | |
| 0.01018417338 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.004150565443 | 1 | 0.5% | |
| 0.004259794359 | 1 | 0.5% | |
| 0.004472917446 | 1 | 0.5% | |
| 0.004508260135 | 1 | 0.5% | |
| 0.004743955864 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.018697083 | 1 | 0.5% | |
| 0.01573013756 | 1 | 0.5% | |
| 0.0157020768 | 1 | 0.5% | |
| 0.01428111396 | 1 | 0.5% | |
| 0.01414587816 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03677611678537218 |
|---|---|
| Minimum | 0.018251103262523705 |
| Maximum | 0.08221588051400858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.01825110326 |
|---|---|
| 5-th percentile | 0.02330517748 |
| Q1 | 0.02950226537 |
| median | 0.03411973996 |
| Q3 | 0.04240360819 |
| 95-th percentile | 0.0574039745 |
| Maximum | 0.08221588051 |
| Range | 0.06396477725 |
| Interquartile range (IQR) | 0.01290134282 |
Descriptive statistics
| Standard deviation | 0.01075429909 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.03677611679 |
| Median Absolute Deviation (MAD) | 0.00591002404 |
| Skewness | 1.080966975 |
| Sum | 7.281671124 |
| Variance | 0.0001156549488 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.04329862392 | 1 | 0.5% | |
| 0.01966856789 | 1 | 0.5% | |
| 0.04419768472 | 1 | 0.5% | |
| 0.08221588051 | 1 | 0.5% | |
| 0.02947998004 | 1 | 0.5% | |
| 0.0292680465 | 1 | 0.5% | |
| 0.04281552476 | 1 | 0.5% | |
| 0.05268455037 | 1 | 0.5% | |
| 0.037511785 | 1 | 0.5% | |
| 0.02990556544 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.01825110326 | 1 | 0.5% | |
| 0.01873141089 | 1 | 0.5% | |
| 0.01966856789 | 1 | 0.5% | |
| 0.01982397878 | 1 | 0.5% | |
| 0.02086039349 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.08221588051 | 1 | 0.5% | |
| 0.0691694587 | 1 | 0.5% | |
| 0.06904606831 | 1 | 0.5% | |
| 0.06279772942 | 1 | 0.5% | |
| 0.06220306284 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09399424754570722 |
|---|---|
| Minimum | 0.04664708696819951 |
| Maximum | 0.21013147935988102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.04664708697 |
|---|---|
| 5-th percentile | 0.05956454385 |
| Q1 | 0.07540337255 |
| median | 0.08720494615 |
| Q3 | 0.1083772729 |
| 95-th percentile | 0.146715963 |
| Maximum | 0.2101314794 |
| Range | 0.1634843924 |
| Interquartile range (IQR) | 0.03297390036 |
Descriptive statistics
| Standard deviation | 0.02748637808 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.09399424755 |
| Median Absolute Deviation (MAD) | 0.01510513646 |
| Skewness | 1.080966975 |
| Sum | 18.61086101 |
| Variance | 0.0007555009802 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.04787468133 | 1 | 0.5% | |
| 0.08402772509 | 1 | 0.5% | |
| 0.1261386036 | 1 | 0.5% | |
| 0.08768340818 | 1 | 0.5% | |
| 0.07400640314 | 1 | 0.5% | |
| 0.08866236597 | 1 | 0.5% | |
| 0.1367351262 | 1 | 0.5% | |
| 0.09667046314 | 1 | 0.5% | |
| 0.07335438415 | 1 | 0.5% | |
| 0.08893239176 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.04664708697 | 1 | 0.5% | |
| 0.04787468133 | 1 | 0.5% | |
| 0.05026991429 | 1 | 0.5% | |
| 0.05066712126 | 1 | 0.5% | |
| 0.05331604207 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.2101314794 | 1 | 0.5% | |
| 0.1767867788 | 1 | 0.5% | |
| 0.1764714115 | 1 | 0.5% | |
| 0.1605015929 | 1 | 0.5% | |
| 0.1589817142 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03660112132593485 |
|---|---|
| Minimum | 0.018164257220041755 |
| Maximum | 0.08182466450097599 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.01816425722 |
|---|---|
| 5-th percentile | 0.02319428213 |
| Q1 | 0.02936188181 |
| median | 0.0339573846 |
| Q3 | 0.04220183488 |
| 95-th percentile | 0.05713082345 |
| Maximum | 0.0818246645 |
| Range | 0.06366040728 |
| Interquartile range (IQR) | 0.01283995307 |
Descriptive statistics
| Standard deviation | 0.01070312583 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.03660112133 |
| Median Absolute Deviation (MAD) | 0.005881901784 |
| Skewness | 1.080966975 |
| Sum | 7.247022023 |
| Variance | 0.0001145569026 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.02810408243 | 1 | 0.5% | |
| 0.04248557954 | 1 | 0.5% | |
| 0.02517699944 | 1 | 0.5% | |
| 0.02787703651 | 1 | 0.5% | |
| 0.03943250064 | 1 | 0.5% | |
| 0.03173039682 | 1 | 0.5% | |
| 0.05657131577 | 1 | 0.5% | |
| 0.01816425722 | 1 | 0.5% | |
| 0.03024577916 | 1 | 0.5% | |
| 0.02307240633 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.01816425722 | 1 | 0.5% | |
| 0.01864227935 | 1 | 0.5% | |
| 0.01957497698 | 1 | 0.5% | |
| 0.01972964837 | 1 | 0.5% | |
| 0.0207611314 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.0818246645 | 1 | 0.5% | |
| 0.06884032277 | 1 | 0.5% | |
| 0.06871751953 | 1 | 0.5% | |
| 0.06249891273 | 1 | 0.5% | |
| 0.06190707581 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22108819839201227 |
|---|---|
| Minimum | 0.10972076150744983 |
| Maximum | 0.4942599298380803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.1097207615 |
|---|---|
| 5-th percentile | 0.1401045067 |
| Q1 | 0.1773597451 |
| median | 0.2051187699 |
| Q3 | 0.2549191747 |
| 95-th percentile | 0.3450973733 |
| Maximum | 0.4942599298 |
| Range | 0.3845391683 |
| Interquartile range (IQR) | 0.07755942959 |
Descriptive statistics
| Standard deviation | 0.06465197573 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.2210881984 |
| Median Absolute Deviation (MAD) | 0.03552948712 |
| Skewness | 1.080966975 |
| Sum | 43.77546328 |
| Variance | 0.004179877966 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.160948028 | 1 | 0.5% | |
| 0.2957323735 | 1 | 0.5% | |
| 0.1985997257 | 1 | 0.5% | |
| 0.2361846835 | 1 | 0.5% | |
| 0.1618504453 | 1 | 0.5% | |
| 0.2709781273 | 1 | 0.5% | |
| 0.3012640683 | 1 | 0.5% | |
| 0.2950783361 | 1 | 0.5% | |
| 0.2573955072 | 1 | 0.5% | |
| 0.1845484805 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.1097207615 | 1 | 0.5% | |
| 0.1126082427 | 1 | 0.5% | |
| 0.1182421805 | 1 | 0.5% | |
| 0.1191764693 | 1 | 0.5% | |
| 0.1254071179 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.4942599298 | 1 | 0.5% | |
| 0.415828324 | 1 | 0.5% | |
| 0.415086534 | 1 | 0.5% | |
| 0.3775231883 | 1 | 0.5% | |
| 0.3739482115 | 1 | 0.5% |
| Distinct count | 198 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0055841450504376 |
|---|---|
| Minimum | 0.0027712770367584053 |
| Maximum | 0.012483792264393742 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.002771277037 |
|---|---|
| 5-th percentile | 0.00353869584 |
| Q1 | 0.004479671688 |
| median | 0.005180796497 |
| Q3 | 0.006438632447 |
| 95-th percentile | 0.008716312327 |
| Maximum | 0.01248379226 |
| Range | 0.009712515228 |
| Interquartile range (IQR) | 0.001958960759 |
Descriptive statistics
| Standard deviation | 0.001632950166 |
|---|---|
| Coefficient of variation (CV) | 0.2924261729 |
| Kurtosis | 1.451207405 |
| Mean | 0.00558414505 |
| Median Absolute Deviation (MAD) | 0.0008973876085 |
| Skewness | 1.080966975 |
| Sum | 1.10566072 |
| Variance | 2.666526245e-06 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.004628410217 | 1 | 0.5% | |
| 0.005082262598 | 1 | 0.5% | |
| 0.004017079201 | 1 | 0.5% | |
| 0.004661241493 | 1 | 0.5% | |
| 0.00406515201 | 1 | 0.5% | |
| 0.005523991032 | 1 | 0.5% | |
| 0.004443607063 | 1 | 0.5% | |
| 0.004892094275 | 1 | 0.5% | |
| 0.004994015577 | 1 | 0.5% | |
| 0.01050280248 | 1 | 0.5% | |
| Other values (188) | 188 | 94.9% |
| Value | Count | Frequency (%) | |
| 0.002771277037 | 1 | 0.5% | |
| 0.002844207723 | 1 | 0.5% | |
| 0.002986507158 | 1 | 0.5% | |
| 0.003010104999 | 1 | 0.5% | |
| 0.003167475885 | 1 | 0.5% |
| Value | Count | Frequency (%) | |
| 0.01248379226 | 1 | 0.5% | |
| 0.01050280248 | 1 | 0.5% | |
| 0.01048406668 | 1 | 0.5% | |
| 0.009535308798 | 1 | 0.5% | |
| 0.009445013662 | 1 | 0.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Ward | Area | Population | Density per square kilometer | Senior citizen % | No of cases | Educational institutes | Hospitals | Supermarts/malls | Number of Households | Number of Notified Households | Number of Notified Households_Source | No. of household with water connection inside the house | No. of household with water connection inside the house_Source | Total number of water connections | No of households having private washroom | No of households having private washroom_Source | Density of retail store | Per capita income | Labour settlements in the region | Migrant Population % | Gender Ratio | Domestic Violence % | Internet Penetration % | Police to Population Ratio per 1000 | Number of Kirana Shops | Number of Pharmacies | Number of Liquor Stores | Estimates of Alcoholism % in Population | % Unemployed(55%) | Age Group Children % | Literacy Rate | Slum percentage | Agriculture and Food | Manufacturing | Mining | Electricity Gas Water | Construction | Trade Hotels Restaurants | Transport Storage Communication | Financing Real Estate Business Services | Community Social Public Admin | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Ward 1 | 11.0 | 51131.00 | 4648.272727 | 0.08 | 0 | 4.0 | 4.0 | 1 | 11362 | 9875 | 0.8691 | 7650 | 0.6733 | 7650 | 3728.0 | 0.3281 | 61.802038 | 73406.60176 | 16981 | 0.16 | 0.911 | 0.0466 | 0.710558 | 1.130976 | 316 | 23 | 6 | 0.19 | 0.3 | 0.11 | 0.798 | 0.25 | 0.005138 | 0.078483 | 0.000071 | 0.006819 | 0.029986 | 0.076640 | 0.029843 | 0.180268 | 0.004553 |
| 1 | Ward 2 | 6.5 | 53841.54 | 8283.313846 | 0.11 | 0 | 6.0 | 2.0 | 1 | 11965 | 10399 | 0.8691 | 8056 | 0.6733 | 8056 | 3926.0 | 0.3281 | 35.103008 | 69711.09955 | 23253 | 0.16 | 0.920 | 0.0395 | 0.710558 | 1.130976 | 189 | 24 | 7 | 0.19 | 0.3 | 0.11 | 0.742 | 0.25 | 0.005410 | 0.082644 | 0.000075 | 0.007181 | 0.031576 | 0.080703 | 0.031425 | 0.189825 | 0.004795 |
| 2 | Ward 3 | 8.8 | 85450.00 | 9710.227273 | 0.11 | 0 | 7.0 | 3.0 | 1 | 18989 | 16503 | 0.8691 | 12785 | 0.6733 | 12785 | 6230.0 | 0.3281 | 29.842013 | 43924.55184 | 36924 | 0.16 | 0.887 | 0.0395 | 0.710558 | 1.130976 | 255 | 38 | 11 | 0.19 | 0.3 | 0.11 | 0.804 | 0.25 | 0.008587 | 0.131161 | 0.000119 | 0.011396 | 0.050113 | 0.128081 | 0.049874 | 0.301264 | 0.007609 |
| 3 | Ward 4 | 4.6 | 61761.41 | 13426.393480 | 0.15 | 0 | 4.0 | 2.0 | 2 | 13725 | 11928 | 0.8691 | 9241 | 0.6733 | 9241 | 4503.0 | 0.3281 | 21.534482 | 60771.81455 | 26674 | 0.16 | 0.926 | 0.0395 | 0.710558 | 1.130976 | 133 | 27 | 8 | 0.19 | 0.3 | 0.11 | 0.800 | 0.25 | 0.006206 | 0.094800 | 0.000086 | 0.008237 | 0.036220 | 0.092574 | 0.036048 | 0.217747 | 0.005500 |
| 4 | Ward 5 | 24.0 | 76477.00 | 3186.541667 | 0.12 | 0 | 14.0 | 9.0 | 0 | 16995 | 14770 | 0.8691 | 11443 | 0.6733 | 11443 | 5576.0 | 0.3281 | 89.177138 | 49078.19285 | 33046 | 0.16 | 0.908 | 0.0395 | 0.710558 | 1.130976 | 682 | 34 | 9 | 0.19 | 0.3 | 0.11 | 0.728 | 0.25 | 0.007685 | 0.117388 | 0.000106 | 0.010200 | 0.044850 | 0.114631 | 0.044637 | 0.269629 | 0.006810 |
| 5 | Ward 6 | 10.0 | 105698.70 | 10569.870000 | 0.10 | 1 | 9.0 | 4.0 | 1 | 23489 | 20414 | 0.8691 | 15815 | 0.6733 | 15815 | 7707.0 | 0.3281 | 27.436477 | 35509.92543 | 45649 | 0.16 | 0.907 | 0.0395 | 0.710558 | 1.130976 | 290 | 47 | 13 | 0.19 | 0.3 | 0.11 | 0.742 | 0.25 | 0.010621 | 0.162241 | 0.000147 | 0.014097 | 0.061988 | 0.158431 | 0.061693 | 0.372653 | 0.009412 |
| 6 | Ward 7 | 10.0 | 106066.00 | 10606.600000 | 0.09 | 1 | 8.0 | 4.0 | 1 | 23570 | 20485 | 0.8691 | 15870 | 0.6733 | 15870 | 7733.0 | 0.3281 | 27.341467 | 35386.95675 | 45832 | 0.16 | 0.903 | 0.0395 | 0.710558 | 1.130976 | 290 | 47 | 13 | 0.19 | 0.3 | 0.11 | 0.793 | 0.25 | 0.010658 | 0.162805 | 0.000147 | 0.014146 | 0.062203 | 0.158982 | 0.061907 | 0.373948 | 0.009445 |
| 7 | Ward 8 | 3.8 | 69940.17 | 18405.307890 | 0.10 | 0 | 3.0 | 1.0 | 2 | 15542 | 13508 | 0.8691 | 10464 | 0.6733 | 10464 | 5099.0 | 0.3281 | 15.727728 | 53665.19633 | 30206 | 0.16 | 0.905 | 0.0395 | 0.710558 | 1.130976 | 110 | 31 | 9 | 0.19 | 0.3 | 0.11 | 0.776 | 0.25 | 0.007028 | 0.107354 | 0.000097 | 0.009328 | 0.041017 | 0.104833 | 0.040822 | 0.246582 | 0.006228 |
| 8 | Ward 9 | 9.9 | 84077.00 | 8492.626263 | 0.09 | 0 | 2.0 | 4.0 | 1 | 18684 | 16238 | 0.8691 | 12580 | 0.6733 | 12580 | 6130.0 | 0.3281 | 34.135376 | 44641.85157 | 36330 | 0.16 | 0.947 | 0.0395 | 0.710558 | 1.130976 | 287 | 37 | 10 | 0.19 | 0.3 | 0.11 | 0.825 | 0.25 | 0.008449 | 0.129053 | 0.000117 | 0.011213 | 0.049307 | 0.126023 | 0.049073 | 0.296423 | 0.007487 |
| 9 | Ward 10 | 4.2 | 53538.52 | 12747.266670 | 0.10 | 0 | 1.0 | 2.0 | 2 | 11897 | 10340 | 0.8691 | 8010 | 0.6733 | 8010 | 3903.0 | 0.3281 | 22.787331 | 70105.65392 | 23122 | 0.16 | 0.813 | 0.0395 | 0.710558 | 1.130976 | 122 | 24 | 7 | 0.19 | 0.3 | 0.11 | 0.847 | 0.25 | 0.005380 | 0.082178 | 0.000074 | 0.007140 | 0.031398 | 0.080249 | 0.031249 | 0.188756 | 0.004768 |
Last rows
| Ward | Area | Population | Density per square kilometer | Senior citizen % | No of cases | Educational institutes | Hospitals | Supermarts/malls | Number of Households | Number of Notified Households | Number of Notified Households_Source | No. of household with water connection inside the house | No. of household with water connection inside the house_Source | Total number of water connections | No of households having private washroom | No of households having private washroom_Source | Density of retail store | Per capita income | Labour settlements in the region | Migrant Population % | Gender Ratio | Domestic Violence % | Internet Penetration % | Police to Population Ratio per 1000 | Number of Kirana Shops | Number of Pharmacies | Number of Liquor Stores | Estimates of Alcoholism % in Population | % Unemployed(55%) | Age Group Children % | Literacy Rate | Slum percentage | Agriculture and Food | Manufacturing | Mining | Electricity Gas Water | Construction | Trade Hotels Restaurants | Transport Storage Communication | Financing Real Estate Business Services | Community Social Public Admin | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 188 | Ward 189 | 2.1 | 100774.00 | 47987.619050 | 0.05 | 33 | 3.0 | 1.0 | 6 | 22394 | 18930 | 0.8453 | 13936 | 0.6223 | 13936 | 7079.000000 | 0.316100 | 6.053149 | 9653.071996 | 43545 | 0.16 | 0.862 | 0.0395 | 0.710558 | 1.130976 | 61 | 44 | 12 | 0.19 | 0.3 | 0.11 | 0.781 | 0.25 | 0.010127 | 0.154682 | 0.000140 | 0.013440 | 0.059100 | 0.151050 | 0.058818 | 0.355291 | 0.008974 |
| 189 | Ward 190 | 3.5 | 96924.19 | 27692.625710 | 0.08 | 0 | 4.0 | 1.0 | 3 | 21539 | 18207 | 0.8453 | 13404 | 0.6223 | 13404 | 6808.000000 | 0.316100 | 10.523689 | 10036.490140 | 41860 | 0.16 | 0.872 | 0.0395 | 0.710558 | 1.130976 | 102 | 43 | 12 | 0.19 | 0.3 | 0.11 | 0.738 | 0.25 | 0.009740 | 0.148773 | 0.000135 | 0.012927 | 0.056842 | 0.145279 | 0.056571 | 0.341718 | 0.008631 |
| 190 | Ward 191 | 9.7 | 104376.00 | 10760.412370 | 0.14 | 0 | 12.0 | 4.0 | 1 | 23195 | 19987 | 0.8617 | 16619 | 0.7165 | 16619 | 9779.000000 | 0.421600 | 26.921898 | 15819.033740 | 45102 | 0.16 | 0.760 | 0.0395 | 0.710558 | 1.130976 | 281 | 46 | 13 | 0.19 | 0.3 | 0.11 | 0.762 | 0.25 | 0.010489 | 0.160211 | 0.000145 | 0.013920 | 0.061212 | 0.156449 | 0.060921 | 0.367990 | 0.009295 |
| 191 | Ward 192 | 19.0 | 117734.40 | 6196.547368 | 0.09 | 1 | 4.0 | 7.0 | 1 | 26163 | 22545 | 0.8617 | 18746 | 0.7165 | 18746 | 11030.000000 | 0.421600 | 46.800255 | 14024.171910 | 50847 | 0.16 | 0.899 | 0.0395 | 0.710558 | 1.130976 | 551 | 52 | 15 | 0.19 | 0.3 | 0.11 | 0.763 | 0.25 | 0.011831 | 0.180715 | 0.000163 | 0.015702 | 0.069046 | 0.176471 | 0.068718 | 0.415087 | 0.010484 |
| 192 | Ward 193 | 6.6 | 85782.00 | 12997.272730 | 0.09 | 0 | 4.0 | 2.0 | 2 | 19063 | 16114 | 0.8453 | 11863 | 0.6223 | 11863 | 6026.000000 | 0.316100 | 22.265743 | 11340.125870 | 37067 | 0.16 | 0.912 | 0.0395 | 0.710558 | 1.130976 | 191 | 38 | 11 | 0.19 | 0.3 | 0.11 | 0.779 | 0.25 | 0.008620 | 0.131670 | 0.000119 | 0.011441 | 0.050307 | 0.128578 | 0.050068 | 0.302435 | 0.007639 |
| 193 | Ward 194 | 7.4 | 76361.08 | 10319.064860 | 0.14 | 0 | 2.0 | 3.0 | 1 | 16969 | 14622 | 0.8617 | 12158 | 0.7165 | 12158 | 7154.000000 | 0.421600 | 28.155704 | 21622.631130 | 32979 | 0.16 | 0.934 | 0.0395 | 0.710558 | 1.130976 | 215 | 34 | 9 | 0.19 | 0.3 | 0.11 | 0.743 | 0.25 | 0.007673 | 0.117210 | 0.000106 | 0.010184 | 0.044782 | 0.114457 | 0.044569 | 0.269220 | 0.006800 |
| 194 | Ward 195 | 3.4 | 84282.00 | 24788.823530 | 0.04 | 1 | 9.0 | 1.0 | 3 | 18729 | 16139 | 0.8617 | 13419 | 0.7165 | 13419 | 7896.000000 | 0.421600 | 11.746280 | 19590.511210 | 36419 | 0.16 | 0.943 | 0.0395 | 0.710558 | 1.130976 | 99 | 37 | 10 | 0.19 | 0.3 | 0.11 | 0.804 | 0.25 | 0.008469 | 0.129368 | 0.000117 | 0.011241 | 0.049428 | 0.126330 | 0.049193 | 0.297146 | 0.007505 |
| 195 | Ward 196 | 11.0 | 67089.37 | 6099.033636 | 0.09 | 0 | 3.0 | 4.0 | 1 | 14909 | 12847 | 0.8617 | 10682 | 0.7165 | 10682 | 6286.000000 | 0.421600 | 49.337175 | 24610.865560 | 28975 | 0.16 | 0.943 | 0.0395 | 0.710558 | 1.130976 | 331 | 30 | 8 | 0.19 | 0.3 | 0.11 | 0.700 | 0.25 | 0.006742 | 0.102978 | 0.000093 | 0.008948 | 0.039345 | 0.100560 | 0.039158 | 0.236531 | 0.005974 |
| 196 | Ward 197 | 5.7 | 91224.00 | 16004.210530 | 0.09 | 0 | 15.0 | 2.0 | 2 | 20272 | 17468 | 0.8617 | 14525 | 0.7165 | 14525 | 8547.000000 | 0.421600 | 18.087345 | 18099.704740 | 39419 | 0.16 | 0.927 | 0.0395 | 0.710558 | 1.130976 | 165 | 40 | 11 | 0.19 | 0.3 | 0.11 | 0.787 | 0.25 | 0.009167 | 0.140023 | 0.000127 | 0.012166 | 0.053499 | 0.136735 | 0.053244 | 0.321621 | 0.008123 |
| 197 | Ward 198 | 31.0 | 74197.24 | 2393.459355 | 0.13 | 1 | 0.0 | 11.0 | 0 | 16488 | 14330 | 0.8691 | 11101 | 0.6733 | 11101 | 5053.446701 | 0.362601 | 119.276674 | 50586.153270 | 32045 | 0.16 | 0.927 | 0.0395 | 0.710558 | 1.130976 | 885 | 33 | 9 | 0.19 | 0.3 | 0.11 | 0.751 | 0.25 | 0.007456 | 0.113888 | 0.000103 | 0.009896 | 0.043513 | 0.111214 | 0.043306 | 0.261591 | 0.006607 |